A digital neuron circuit suggested in this work consists only of simple logic gates, several adders, and several random number generators. This makes it possible to reduce hardware costs and increase the number of synapses. A mathematical model and experiments made with a model program are described. The Rprop optimization algorithm is used for learning.
Russian Microelectronics – Springer Journals
Published: Oct 10, 2004
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